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Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.


Popular Data Mining Courses and Certifications


  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    Practical Steps for Building Fair AI Algorithms

    Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Data Ethics, Algorithms, Artificial Intelligence, Predictive Analytics, Record Keeping, Diversity Awareness, Health Equity, Model Evaluation, Case Studies

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Intro to Dall-E and GPT Vision

    Skills you'll gain: OpenAI API, Image Analysis, Multimodal Prompts, Prompt Engineering, Generative AI, OpenAI, ChatGPT, Vision Transformer (ViT), Computer Vision, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Systems Analyst Capstone Project 

    Skills you'll gain: Systems Analysis, Database Design, Business Process Modeling, Process Flow Diagrams, System Testing, Process Mapping, Functional Requirement, Application Deployment, Process Analysis, Business Analysis, Requirements Elicitation, Requirements Analysis, Development Testing, Data Management, System Design and Implementation, Software Design Documents, Stakeholder Management, Project Management, Data Visualization, Stakeholder Engagement

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Advanced · Course · 1 - 3 Months

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    K

    KodeKloud

    Linux for beginners with Hands-on Labs

    Skills you'll gain: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Linux Administration, Unix Commands, File Systems, Data Storage, Network Troubleshooting, Operating Systems, Remote Access Systems, Operating System Administration, Software Installation, File Management, Service Management, General Networking, Network Security, User Accounts

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Introduction to Privacy - Part 2

    Skills you'll gain: Information Privacy, Personally Identifiable Information, Document Management, Data Governance, Law, Regulation, and Compliance, Training Programs, Compliance Training, Security Awareness, Employee Training, Data Access, Auditing

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Banco Interamericano de Desarrollo

    Líderes para la gestión en seguridad ciudadana y justicia

    Skills you'll gain: Governance, Public Safety and National Security, Social Justice, Public Administration, Policy Analysis, Policy Development, Public Policies, Program Evaluation, Community Development, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Analytics Engineering Workflows with dbt

    Skills you'll gain: Data Quality, SQL, YAML, Data Pipelines, Data Validation, Data Mart, CI/CD, Data Modeling, Data Transformation, Version Control, Git (Version Control System), Technical Documentation, Maintainability, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Object-Oriented & Generic Programming in C++

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), File I/O, Data Structures, Algorithms, Maintainability, Performance Tuning, File Management, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Macquarie University

    Compétences Excel professionnelles : Intermédiaire II

    Skills you'll gain: Microsoft Excel, Excel Macros, Excel Formulas, Data Validation, Data Modeling, Spreadsheet Software, Verification And Validation, Financial Modeling, Data Integrity, Automation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Simplilearn

    Introduction to AWS for Cloud Beginners

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon DynamoDB, Database Management, AWS CloudFormation, Amazon Elastic Compute Cloud, Cloud Infrastructure, Amazon S3, Cloud Computing, Public Cloud, Cloud Storage, Data Security, Virtual Networking

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Intro to Federated Learning

    Skills you'll gain: Federated Learning, Transfer Learning, AI Security, Large Language Modeling, PyTorch (Machine Learning Library), Information Privacy, Distributed Computing, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    JavaScript Algorithms

    Skills you'll gain: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Computer Programming, Problem Solving, Data Structures, Computer Science, Javascript, Web Development, Machine Learning Methods, Data Science

    Intermediate · Specialization · 1 - 4 Weeks

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In summary, here are 10 of our most popular data mining courses

  • Practical Steps for Building Fair AI Algorithms: Fred Hutchinson Cancer Center
  • Intro to Dall-E and GPT Vision: Scrimba
  • Systems Analyst Capstone Project : IBM
  • Linux for beginners with Hands-on Labs: KodeKloud
  • Introduction to Privacy - Part 2: Infosec
  • Líderes para la gestión en seguridad ciudadana y justicia: Banco Interamericano de Desarrollo
  • Analytics Engineering Workflows with dbt: Edureka
  • Advanced Object-Oriented & Generic Programming in C++: Packt
  • Compétences Excel professionnelles : Intermédiaire II: Macquarie University
  • Introduction to AWS for Cloud Beginners: Simplilearn

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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